Overview

Dataset info

Number of variables80
Number of observations656678
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory400.8 MiB
Average record size in memory640.0 B

Variables types

Numeric12
Categorical2
Boolean0
Date0
URL0
Text (Unique)0
Rejected66
Unsupported0

Warnings

AA_FEMALE is highly skewed (γ1 = 85.91490397) Skewed
AA_FEMALE has 130025 (19.8%) zeros Zeros
AA_MALE is highly correlated with AA_FEMALE (ρ = 0.998800589) Rejected
AAC_FEMALE is highly correlated with AA_MALE (ρ = 0.9963041422) Rejected
AAC_MALE is highly correlated with AAC_FEMALE (ρ = 0.9990062309) Rejected
AGEGRP has 34562 (5.3%) zeros Zeros
BA_FEMALE is highly skewed (γ1 = 43.83945313) Skewed
BA_FEMALE has 111890 (17.0%) zeros Zeros
BA_MALE is highly correlated with BA_FEMALE (ρ = 0.9980070339) Rejected
BAC_FEMALE is highly correlated with BA_MALE (ρ = 0.9987646413) Rejected
BAC_MALE is highly correlated with BAC_FEMALE (ρ = 0.9979646368) Rejected
CTYNAME has a high cardinality: 1877 distinct values Warning
H_FEMALE is highly skewed (γ1 = 94.50831439) Skewed
H_FEMALE has 39961 (6.1%) zeros Zeros
H_MALE is highly correlated with H_FEMALE (ρ = 0.9991775336) Rejected
HAA_FEMALE is highly correlated with H_MALE (ρ = 0.9018913855) Rejected
HAA_MALE is highly correlated with HAA_FEMALE (ρ = 0.9993190219) Rejected
HAAC_FEMALE is highly correlated with HAA_MALE (ρ = 0.9793477306) Rejected
HAAC_MALE is highly correlated with HAAC_FEMALE (ρ = 0.9995188835) Rejected
HBA_FEMALE is highly skewed (γ1 = 84.02963094) Skewed
HBA_FEMALE has 322319 (49.1%) zeros Zeros
HBA_MALE is highly correlated with HBA_FEMALE (ρ = 0.9975444558) Rejected
HBAC_FEMALE is highly correlated with HBA_MALE (ρ = 0.9981856806) Rejected
HBAC_MALE is highly correlated with HBAC_FEMALE (ρ = 0.9976133431) Rejected
HIA_FEMALE is highly correlated with HAA_MALE (ρ = 0.9340732854) Rejected
HIA_MALE is highly correlated with HIA_FEMALE (ρ = 0.9984621078) Rejected
HIAC_FEMALE is highly correlated with HIA_MALE (ρ = 0.9959951597) Rejected
HIAC_MALE is highly correlated with HIAC_FEMALE (ρ = 0.9987540563) Rejected
HNA_FEMALE is highly correlated with HIAC_MALE (ρ = 0.9272111535) Rejected
HNA_MALE is highly correlated with HNA_FEMALE (ρ = 0.9960908904) Rejected
HNAC_FEMALE is highly skewed (γ1 = 97.85017589) Skewed
HNAC_FEMALE has 471349 (71.8%) zeros Zeros
HNAC_MALE is highly correlated with HNAC_FEMALE (ρ = 0.9986854143) Rejected
HTOM_FEMALE is highly correlated with HNA_MALE (ρ = 0.9754860512) Rejected
HTOM_MALE is highly correlated with HTOM_FEMALE (ρ = 0.9987335548) Rejected
HWA_FEMALE is highly correlated with HIAC_MALE (ρ = 0.9209906098) Rejected
HWA_MALE is highly correlated with HWA_FEMALE (ρ = 0.9991680984) Rejected
HWAC_FEMALE is highly correlated with HWA_MALE (ρ = 0.9992051686) Rejected
HWAC_MALE is highly correlated with HWAC_FEMALE (ρ = 0.9991824498) Rejected
IA_FEMALE is highly skewed (γ1 = 53.44410441) Skewed
IA_FEMALE has 113944 (17.4%) zeros Zeros
IA_MALE is highly correlated with IA_FEMALE (ρ = 0.9976858499) Rejected
IAC_FEMALE is highly correlated with IA_MALE (ρ = 0.982236791) Rejected
IAC_MALE is highly correlated with IAC_FEMALE (ρ = 0.9987249818) Rejected
NA_FEMALE is highly correlated with HNAC_MALE (ρ = 0.9377234127) Rejected
NA_MALE is highly correlated with NA_FEMALE (ρ = 0.9991069781) Rejected
NAC_FEMALE is highly correlated with NA_MALE (ρ = 0.985514689) Rejected
NAC_MALE is highly correlated with NAC_FEMALE (ρ = 0.9995870867) Rejected
NH_FEMALE is highly skewed (γ1 = 35.49190622) Skewed
NH_MALE is highly correlated with NH_FEMALE (ρ = 0.9990857998) Rejected
NHAA_FEMALE is highly correlated with HAA_MALE (ρ = 0.9012902866) Rejected
NHAA_MALE is highly correlated with NHAA_FEMALE (ρ = 0.9987144786) Rejected
NHAAC_FEMALE is highly correlated with NHAA_MALE (ρ = 0.996775602) Rejected
NHAAC_MALE is highly correlated with NHAAC_FEMALE (ρ = 0.9989002088) Rejected
NHBA_FEMALE is highly correlated with BAC_MALE (ρ = 0.9916842064) Rejected
NHBA_MALE is highly correlated with NHBA_FEMALE (ρ = 0.9979698172) Rejected
NHBAC_FEMALE is highly correlated with NHBA_MALE (ρ = 0.9987079968) Rejected
NHBAC_MALE is highly correlated with NHBAC_FEMALE (ρ = 0.9979198559) Rejected
NHIA_FEMALE is highly skewed (γ1 = 50.36080997) Skewed
NHIA_FEMALE has 140761 (21.4%) zeros Zeros
NHIA_MALE is highly correlated with NHIA_FEMALE (ρ = 0.997852464) Rejected
NHIAC_FEMALE is highly correlated with NHIA_MALE (ρ = 0.9360859472) Rejected
NHIAC_MALE is highly correlated with NHIAC_FEMALE (ρ = 0.998189931) Rejected
NHNA_FEMALE is highly correlated with NAC_MALE (ρ = 0.9853931708) Rejected
NHNA_MALE is highly correlated with NHNA_FEMALE (ρ = 0.9990678453) Rejected
NHNAC_FEMALE is highly correlated with NHNA_MALE (ρ = 0.9902057749) Rejected
NHNAC_MALE is highly correlated with NHNAC_FEMALE (ρ = 0.9995338994) Rejected
NHTOM_FEMALE is highly correlated with HTOM_MALE (ρ = 0.9034196788) Rejected
NHTOM_MALE is highly correlated with NHTOM_FEMALE (ρ = 0.9987338003) Rejected
NHWA_FEMALE is highly correlated with NH_MALE (ρ = 0.9712440281) Rejected
NHWA_MALE is highly correlated with NHWA_FEMALE (ρ = 0.9990530859) Rejected
NHWAC_FEMALE is highly correlated with NHWA_MALE (ρ = 0.9993131577) Rejected
NHWAC_MALE is highly correlated with NHWAC_FEMALE (ρ = 0.9990894444) Rejected
STNAME has a high cardinality: 51 distinct values Warning
SUMLEV has constant value "50" Rejected
TOM_FEMALE is highly correlated with NHTOM_MALE (ρ = 0.9903377974) Rejected
TOM_MALE is highly correlated with TOM_FEMALE (ρ = 0.9990548553) Rejected
TOT_FEMALE is highly correlated with NHWAC_MALE (ρ = 0.9279699537) Rejected
TOT_MALE is highly correlated with TOT_FEMALE (ρ = 0.9993345327) Rejected
TOT_POP is highly correlated with TOT_MALE (ρ = 0.9998277174) Rejected
WA_FEMALE is highly correlated with TOT_POP (ρ = 0.9885808631) Rejected
WA_MALE is highly correlated with WA_FEMALE (ρ = 0.9993819566) Rejected
WAC_FEMALE is highly correlated with WA_MALE (ρ = 0.9994607601) Rejected
WAC_MALE is highly correlated with WAC_FEMALE (ρ = 0.9994040702) Rejected

Variables

AA_FEMALE
Numeric

Distinct count9487
Unique (%)1.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean296.1860181
Minimum0
Maximum826618
Zeros (%)19.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median4
Q325
95-th percentile581
Maximum826618
Range826618
Interquartile range24

Descriptive statistics

Standard deviation5008.783215
Coef of variation16.91093741
Kurtosis11015.06363
Mean296.1860181
MAD509.1588322
Skewness85.91490397
Sum194498842
Variance25087909.29
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-01 1.500000e+00 2.500000e+00 3.500000e+00 ... 2.258735e+05 2.284435e+05 3.701575e+05 7.400740e+05 8.266180e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 130025 19.8%
 
1 79516 12.1%
 
2 53697 8.2%
 
3 38017 5.8%
 
4 29201 4.4%
 
5 22832 3.5%
 
6 19026 2.9%
 
7 15630 2.4%
 
8 13117 2.0%
 
9 11180 1.7%
 
Other values (9477) 244437 37.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 130025 19.8%
 
1 79516 12.1%
 
2 53697 8.2%
 
3 38017 5.8%
 
4 29201 4.4%
 

Maximum 5 values

ValueCountFrequency (%) 
826618 1 < 0.1%
 
820566 1 < 0.1%
 
812665 1 < 0.1%
 
802229 1 < 0.1%
 
787633 1 < 0.1%
 

AA_MALE
Highly correlated

This variable is highly correlated with AA_FEMALE and should be ignored for analysis

Correlation0.998800589

AAC_FEMALE
Highly correlated

This variable is highly correlated with AA_MALE and should be ignored for analysis

Correlation0.9963041422

AAC_MALE
Highly correlated

This variable is highly correlated with AAC_FEMALE and should be ignored for analysis

Correlation0.9990062309

AGEGRP
Numeric

Distinct count19
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean9
Minimum0
Maximum18
Zeros (%)5.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q14
Median9
Q314
95-th percentile18
Maximum18
Range18
Interquartile range10

Descriptive statistics

Standard deviation5.477229745
Coef of variation0.6085810828
Kurtosis-1.206666717
Mean9
MAD4.736842105
Skewness0
Sum5910102
Variance30.00004568
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=19)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 17.5 18. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
18 34562 5.3%
 
8 34562 5.3%
 
1 34562 5.3%
 
2 34562 5.3%
 
3 34562 5.3%
 
4 34562 5.3%
 
5 34562 5.3%
 
6 34562 5.3%
 
7 34562 5.3%
 
9 34562 5.3%
 
Other values (9) 311058 47.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 34562 5.3%
 
1 34562 5.3%
 
2 34562 5.3%
 
3 34562 5.3%
 
4 34562 5.3%
 

Maximum 5 values

ValueCountFrequency (%) 
18 34562 5.3%
 
17 34562 5.3%
 
16 34562 5.3%
 
15 34562 5.3%
 
14 34562 5.3%
 

BA_FEMALE
Numeric

Distinct count15290
Unique (%)2.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean730.2885158
Minimum0
Maximum715270
Zeros (%)17.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12
Median16
Q3155
95-th percentile2113
Maximum715270
Range715270
Interquartile range153

Descriptive statistics

Standard deviation7493.077965
Coef of variation10.26043516
Kurtosis2751.162888
Mean730.2885158
MAD1174.38242
Skewness43.83945313
Sum479564402
Variance56146217.39
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-01 1.500000e+00 2.500000e+00 3.500000e+00 ... 4.881435e+05 5.130055e+05 6.766665e+05 7.152695e+05 7.152700e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 111890 17.0%
 
1 49754 7.6%
 
2 31845 4.8%
 
3 23794 3.6%
 
4 18819 2.9%
 
5 15041 2.3%
 
6 12443 1.9%
 
7 10714 1.6%
 
8 9083 1.4%
 
9 8155 1.2%
 
Other values (15280) 365140 55.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 111890 17.0%
 
1 49754 7.6%
 
2 31845 4.8%
 
3 23794 3.6%
 
4 18819 2.9%
 

Maximum 5 values

ValueCountFrequency (%) 
715270 1 < 0.1%
 
715269 1 < 0.1%
 
714661 1 < 0.1%
 
711436 1 < 0.1%
 
709397 1 < 0.1%
 

BA_MALE
Highly correlated

This variable is highly correlated with BA_FEMALE and should be ignored for analysis

Correlation0.9980070339

BAC_FEMALE
Highly correlated

This variable is highly correlated with BA_MALE and should be ignored for analysis

Correlation0.9987646413

BAC_MALE
Highly correlated

This variable is highly correlated with BAC_FEMALE and should be ignored for analysis

Correlation0.9979646368

COUNTY
Numeric

Distinct count324
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean103.5728835
Minimum1
Maximum840
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile7
Q135
Median79
Q3133
95-th percentile299
Maximum840
Range839
Interquartile range98

Descriptive statistics

Standard deviation107.6870012
Coef of variation1.039721958
Kurtosis11.34767169
Mean103.5728835
MAD70.45740326
Skewness2.838819175
Sum68014034
Variance11596.49023
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 1. 2. 4. 5.5 6.5 ... 732.5 737.5 772.5 835. 840. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 10241 1.6%
 
3 10241 1.6%
 
5 10241 1.6%
 
9 10032 1.5%
 
7 9823 1.5%
 
13 9823 1.5%
 
11 9614 1.5%
 
15 9614 1.5%
 
17 9405 1.4%
 
19 9405 1.4%
 
Other values (314) 558239 85.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 10241 1.6%
 
3 10241 1.6%
 
5 10241 1.6%
 
6 209 < 0.1%
 
7 9823 1.5%
 

Maximum 5 values

ValueCountFrequency (%) 
840 209 < 0.1%
 
830 209 < 0.1%
 
820 209 < 0.1%
 
810 209 < 0.1%
 
800 209 < 0.1%
 

CTYNAME
Categorical

Distinct count1877
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Washington County
 
6270
Jefferson County
 
5225
Franklin County
 
5016
Other values (1874)
640167
ValueCountFrequency (%) 
Washington County 6270 1.0%
 
Jefferson County 5225 0.8%
 
Franklin County 5016 0.8%
 
Jackson County 4807 0.7%
 
Lincoln County 4807 0.7%
 
Madison County 3971 0.6%
 
Montgomery County 3762 0.6%
 
Clay County 3762 0.6%
 
Marion County 3553 0.5%
 
Monroe County 3553 0.5%
 
Other values (1867) 611952 93.2%
 
Max length33
Mean length14.02450668
Min length10
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

H_FEMALE
Numeric

Distinct count15842
Unique (%)2.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean900.0586863
Minimum0
Maximum2463190
Zeros (%)6.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q15
Median21
Q3127
95-th percentile1957
Maximum2463190
Range2463190
Interquartile range122

Descriptive statistics

Standard deviation14534.36248
Coef of variation16.14823867
Kurtosis13474.44455
Mean900.0586863
MAD1503.150299
Skewness94.50831439
Sum591048738
Variance211247692.7
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000000e+00 5.0000000e-01 1.5000000e+00 2.5000000e+00 3.5000000e+00 ... 2.5856900e+05 6.5191600e+05 9.9253850e+05 2.3448305e+06 2.4631900e+06], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 39961 6.1%
 
1 37049 5.6%
 
2 31633 4.8%
 
3 26277 4.0%
 
4 22872 3.5%
 
5 19993 3.0%
 
6 17936 2.7%
 
7 15789 2.4%
 
8 13958 2.1%
 
9 12804 1.9%
 
Other values (15832) 418406 63.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 39961 6.1%
 
1 37049 5.6%
 
2 31633 4.8%
 
3 26277 4.0%
 
4 22872 3.5%
 

Maximum 5 values

ValueCountFrequency (%) 
2463190 1 < 0.1%
 
2461615 1 < 0.1%
 
2458097 1 < 0.1%
 
2447373 1 < 0.1%
 
2432905 1 < 0.1%
 

H_MALE
Highly correlated

This variable is highly correlated with H_FEMALE and should be ignored for analysis

Correlation0.9991775336

HAA_FEMALE
Highly correlated

This variable is highly correlated with H_MALE and should be ignored for analysis

Correlation0.9018913855

HAA_MALE
Highly correlated

This variable is highly correlated with HAA_FEMALE and should be ignored for analysis

Correlation0.9993190219

HAAC_FEMALE
Highly correlated

This variable is highly correlated with HAA_MALE and should be ignored for analysis

Correlation0.9793477306

HAAC_MALE
Highly correlated

This variable is highly correlated with HAAC_FEMALE and should be ignored for analysis

Correlation0.9995188835

HBA_FEMALE
Numeric

Distinct count3544
Unique (%)0.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean43.87249459
Minimum0
Maximum110612
Zeros (%)49.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q34
95-th percentile91
Maximum110612
Range110612
Interquartile range4

Descriptive statistics

Standard deviation705.966233
Coef of variation16.09131734
Kurtosis10187.01167
Mean43.87249459
MAD75.12825582
Skewness84.02963094
Sum28810102
Variance498388.3222
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000e+00 5.00000e-01 1.50000e+00 2.50000e+00 3.50000e+00 ... 5.19435e+04 5.80690e+04 5.93705e+04 9.99175e+04 1.10612e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 322319 49.1%
 
1 84012 12.8%
 
2 43199 6.6%
 
3 27424 4.2%
 
4 19318 2.9%
 
5 14293 2.2%
 
6 11192 1.7%
 
7 9064 1.4%
 
8 7664 1.2%
 
9 6345 1.0%
 
Other values (3534) 111848 17.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 322319 49.1%
 
1 84012 12.8%
 
2 43199 6.6%
 
3 27424 4.2%
 
4 19318 2.9%
 

Maximum 5 values

ValueCountFrequency (%) 
110612 1 < 0.1%
 
110468 1 < 0.1%
 
110067 1 < 0.1%
 
108799 1 < 0.1%
 
107587 1 < 0.1%
 

HBA_MALE
Highly correlated

This variable is highly correlated with HBA_FEMALE and should be ignored for analysis

Correlation0.9975444558

HBAC_FEMALE
Highly correlated

This variable is highly correlated with HBA_MALE and should be ignored for analysis

Correlation0.9981856806

HBAC_MALE
Highly correlated

This variable is highly correlated with HBAC_FEMALE and should be ignored for analysis

Correlation0.9976133431

HIA_FEMALE
Highly correlated

This variable is highly correlated with HAA_MALE and should be ignored for analysis

Correlation0.9340732854

HIA_MALE
Highly correlated

This variable is highly correlated with HIA_FEMALE and should be ignored for analysis

Correlation0.9984621078

HIAC_FEMALE
Highly correlated

This variable is highly correlated with HIA_MALE and should be ignored for analysis

Correlation0.9959951597

HIAC_MALE
Highly correlated

This variable is highly correlated with HIAC_FEMALE and should be ignored for analysis

Correlation0.9987540563

HNA_FEMALE
Highly correlated

This variable is highly correlated with HIAC_MALE and should be ignored for analysis

Correlation0.9272111535

HNA_MALE
Highly correlated

This variable is highly correlated with HNA_FEMALE and should be ignored for analysis

Correlation0.9960908904

HNAC_FEMALE
Numeric

Distinct count1135
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.606272785
Minimum0
Maximum17116
Zeros (%)71.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile12
Maximum17116
Range17116
Interquartile range1

Descriptive statistics

Standard deviation102.1454166
Coef of variation18.21984419
Kurtosis13308.49473
Mean5.606272785
MAD9.508145693
Skewness97.85017589
Sum3681516
Variance10433.68614
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000e+00 5.0000e-01 1.5000e+00 2.5000e+00 3.5000e+00 ... 2.3475e+03 3.3725e+03 6.0120e+03 1.7098e+04 1.7116e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 471349 71.8%
 
1 69179 10.5%
 
2 27719 4.2%
 
3 15360 2.3%
 
4 10061 1.5%
 
5 7540 1.1%
 
6 5779 0.9%
 
7 4597 0.7%
 
8 3816 0.6%
 
9 3148 0.5%
 
Other values (1125) 38130 5.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 471349 71.8%
 
1 69179 10.5%
 
2 27719 4.2%
 
3 15360 2.3%
 
4 10061 1.5%
 

Maximum 5 values

ValueCountFrequency (%) 
17116 1 < 0.1%
 
17106 1 < 0.1%
 
17090 1 < 0.1%
 
16872 1 < 0.1%
 
16648 1 < 0.1%
 

HNAC_MALE
Highly correlated

This variable is highly correlated with HNAC_FEMALE and should be ignored for analysis

Correlation0.9986854143

HTOM_FEMALE
Highly correlated

This variable is highly correlated with HNA_MALE and should be ignored for analysis

Correlation0.9754860512

HTOM_MALE
Highly correlated

This variable is highly correlated with HTOM_FEMALE and should be ignored for analysis

Correlation0.9987335548

HWA_FEMALE
Highly correlated

This variable is highly correlated with HIAC_MALE and should be ignored for analysis

Correlation0.9209906098

HWA_MALE
Highly correlated

This variable is highly correlated with HWA_FEMALE and should be ignored for analysis

Correlation0.9991680984

HWAC_FEMALE
Highly correlated

This variable is highly correlated with HWA_MALE and should be ignored for analysis

Correlation0.9992051686

HWAC_MALE
Highly correlated

This variable is highly correlated with HWAC_FEMALE and should be ignored for analysis

Correlation0.9991824498

IA_FEMALE
Numeric

Distinct count3962
Unique (%)0.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean64.94469436
Minimum0
Maximum71396
Zeros (%)17.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median4
Q319
95-th percentile192
Maximum71396
Range71396
Interquartile range18

Descriptive statistics

Standard deviation626.1064616
Coef of variation9.640609873
Kurtosis4483.665149
Mean64.94469436
MAD98.72213017
Skewness53.44410441
Sum42647752
Variance392009.3013
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000e+00 5.00000e-01 1.50000e+00 2.50000e+00 3.50000e+00 ... 1.90590e+04 2.26255e+04 2.99885e+04 7.09905e+04 7.13960e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 113944 17.4%
 
1 81722 12.4%
 
2 57965 8.8%
 
3 42619 6.5%
 
4 32467 4.9%
 
5 25975 4.0%
 
6 21517 3.3%
 
7 17716 2.7%
 
8 14797 2.3%
 
9 12694 1.9%
 
Other values (3952) 235262 35.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 113944 17.4%
 
1 81722 12.4%
 
2 57965 8.8%
 
3 42619 6.5%
 
4 32467 4.9%
 

Maximum 5 values

ValueCountFrequency (%) 
71396 1 < 0.1%
 
71334 1 < 0.1%
 
71300 1 < 0.1%
 
71264 1 < 0.1%
 
71263 1 < 0.1%
 

IA_MALE
Highly correlated

This variable is highly correlated with IA_FEMALE and should be ignored for analysis

Correlation0.9976858499

IAC_FEMALE
Highly correlated

This variable is highly correlated with IA_MALE and should be ignored for analysis

Correlation0.982236791

IAC_MALE
Highly correlated

This variable is highly correlated with IAC_FEMALE and should be ignored for analysis

Correlation0.9987249818

NA_FEMALE
Highly correlated

This variable is highly correlated with HNAC_MALE and should be ignored for analysis

Correlation0.9377234127

NA_MALE
Highly correlated

This variable is highly correlated with NA_FEMALE and should be ignored for analysis

Correlation0.9991069781

NAC_FEMALE
Highly correlated

This variable is highly correlated with NA_MALE and should be ignored for analysis

Correlation0.985514689

NAC_MALE
Highly correlated

This variable is highly correlated with NAC_FEMALE and should be ignored for analysis

Correlation0.9995870867

NH_FEMALE
Numeric

Distinct count38409
Unique (%)5.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4488.070415
Minimum0
Maximum2674756
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile60
Q1272
Median698
Q32077
95-th percentile15718
Maximum2674756
Range2674756
Interquartile range1805

Descriptive statistics

Standard deviation28379.15774
Coef of variation6.323242533
Kurtosis2198.181977
Mean4488.070415
MAD6127.857948
Skewness35.49190622
Sum2947217104
Variance805376594
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.0000000e+00 5.0000000e-01 4.5000000e+00 7.5000000e+00 1.0500000e+01 ... 1.1168750e+06 2.0723715e+06 2.0765830e+06 2.6333625e+06 2.6747560e+06], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
80 735 0.1%
 
53 725 0.1%
 
86 723 0.1%
 
54 718 0.1%
 
144 715 0.1%
 
61 709 0.1%
 
51 708 0.1%
 
48 708 0.1%
 
55 703 0.1%
 
52 702 0.1%
 
Other values (38399) 649532 98.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 134 < 0.1%
 
1 152 < 0.1%
 
2 167 < 0.1%
 
3 178 < 0.1%
 
4 164 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2674756 1 < 0.1%
 
2674012 1 < 0.1%
 
2669150 1 < 0.1%
 
2664837 1 < 0.1%
 
2660433 1 < 0.1%
 

NH_MALE
Highly correlated

This variable is highly correlated with NH_FEMALE and should be ignored for analysis

Correlation0.9990857998

NHAA_FEMALE
Highly correlated

This variable is highly correlated with HAA_MALE and should be ignored for analysis

Correlation0.9012902866

NHAA_MALE
Highly correlated

This variable is highly correlated with NHAA_FEMALE and should be ignored for analysis

Correlation0.9987144786

NHAAC_FEMALE
Highly correlated

This variable is highly correlated with NHAA_MALE and should be ignored for analysis

Correlation0.996775602

NHAAC_MALE
Highly correlated

This variable is highly correlated with NHAAC_FEMALE and should be ignored for analysis

Correlation0.9989002088

NHBA_FEMALE
Highly correlated

This variable is highly correlated with BAC_MALE and should be ignored for analysis

Correlation0.9916842064

NHBA_MALE
Highly correlated

This variable is highly correlated with NHBA_FEMALE and should be ignored for analysis

Correlation0.9979698172

NHBAC_FEMALE
Highly correlated

This variable is highly correlated with NHBA_MALE and should be ignored for analysis

Correlation0.9987079968

NHBAC_MALE
Highly correlated

This variable is highly correlated with NHBAC_FEMALE and should be ignored for analysis

Correlation0.9979198559

NHIA_FEMALE
Numeric

Distinct count3024
Unique (%)0.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean39.62959319
Minimum0
Maximum38812
Zeros (%)21.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median3
Q313
95-th percentile119
Maximum38812
Range38812
Interquartile range12

Descriptive statistics

Standard deviation378.4572318
Coef of variation9.549864163
Kurtosis3462.290741
Mean39.62959319
MAD59.42833209
Skewness50.36080997
Sum26023882
Variance143229.8763
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000e+00 5.00000e-01 1.50000e+00 2.50000e+00 3.50000e+00 ... 1.85955e+04 1.99030e+04 2.35855e+04 2.82795e+04 3.88120e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 140761 21.4%
 
1 95469 14.5%
 
2 63150 9.6%
 
3 44136 6.7%
 
4 32683 5.0%
 
5 25315 3.9%
 
6 20147 3.1%
 
7 16456 2.5%
 
8 13598 2.1%
 
9 11436 1.7%
 
Other values (3014) 193527 29.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 140761 21.4%
 
1 95469 14.5%
 
2 63150 9.6%
 
3 44136 6.7%
 
4 32683 5.0%
 

Maximum 5 values

ValueCountFrequency (%) 
38812 1 < 0.1%
 
38053 1 < 0.1%
 
37367 1 < 0.1%
 
36597 1 < 0.1%
 
35703 1 < 0.1%
 

NHIA_MALE
Highly correlated

This variable is highly correlated with NHIA_FEMALE and should be ignored for analysis

Correlation0.997852464

NHIAC_FEMALE
Highly correlated

This variable is highly correlated with NHIA_MALE and should be ignored for analysis

Correlation0.9360859472

NHIAC_MALE
Highly correlated

This variable is highly correlated with NHIAC_FEMALE and should be ignored for analysis

Correlation0.998189931

NHNA_FEMALE
Highly correlated

This variable is highly correlated with NAC_MALE and should be ignored for analysis

Correlation0.9853931708

NHNA_MALE
Highly correlated

This variable is highly correlated with NHNA_FEMALE and should be ignored for analysis

Correlation0.9990678453

NHNAC_FEMALE
Highly correlated

This variable is highly correlated with NHNA_MALE and should be ignored for analysis

Correlation0.9902057749

NHNAC_MALE
Highly correlated

This variable is highly correlated with NHNAC_FEMALE and should be ignored for analysis

Correlation0.9995338994

NHTOM_FEMALE
Highly correlated

This variable is highly correlated with HTOM_MALE and should be ignored for analysis

Correlation0.9034196788

NHTOM_MALE
Highly correlated

This variable is highly correlated with NHTOM_FEMALE and should be ignored for analysis

Correlation0.9987338003

NHWA_FEMALE
Highly correlated

This variable is highly correlated with NH_MALE and should be ignored for analysis

Correlation0.9712440281

NHWA_MALE
Highly correlated

This variable is highly correlated with NHWA_FEMALE and should be ignored for analysis

Correlation0.9990530859

NHWAC_FEMALE
Highly correlated

This variable is highly correlated with NHWA_MALE and should be ignored for analysis

Correlation0.9993131577

NHWAC_MALE
Highly correlated

This variable is highly correlated with NHWAC_FEMALE and should be ignored for analysis

Correlation0.9990894444

STATE
Numeric

Distinct count51
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean30.28007638
Minimum1
Maximum56
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile5
Q118
Median29
Q345
95-th percentile53
Maximum56
Range55
Interquartile range27

Descriptive statistics

Standard deviation15.14194067
Coef of variation0.5000628293
Kurtosis-1.098235004
Mean30.28007638
MAD13.04216826
Skewness-0.08163746201
Sum19884260
Variance229.2783672
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
48 53086 8.1%
 
13 33231 5.1%
 
51 27797 4.2%
 
21 25080 3.8%
 
29 24035 3.7%
 
20 21945 3.3%
 
17 21318 3.2%
 
37 20900 3.2%
 
19 20691 3.2%
 
47 19855 3.0%
 
Other values (41) 388740 59.2%
 

Minimum 5 values

ValueCountFrequency (%) 
1 14003 2.1%
 
2 6061 0.9%
 
4 3135 0.5%
 
5 15675 2.4%
 
6 12122 1.8%
 

Maximum 5 values

ValueCountFrequency (%) 
56 4807 0.7%
 
55 15048 2.3%
 
54 11495 1.8%
 
53 8151 1.2%
 
51 27797 4.2%
 

STNAME
Categorical

Distinct count51
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Texas
 
53086
Georgia
 
33231
Virginia
 
27797
Other values (48)
542564
ValueCountFrequency (%) 
Texas 53086 8.1%
 
Georgia 33231 5.1%
 
Virginia 27797 4.2%
 
Kentucky 25080 3.8%
 
Missouri 24035 3.7%
 
Kansas 21945 3.3%
 
Illinois 21318 3.2%
 
North Carolina 20900 3.2%
 
Iowa 20691 3.2%
 
Tennessee 19855 3.0%
 
Other values (41) 388740 59.2%
 
Max length20
Mean length8.080840229
Min length4
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

SUMLEV
Constant

This variable is constant and should be ignored for analysis

Constant value50

TOM_FEMALE
Highly correlated

This variable is highly correlated with NHTOM_MALE and should be ignored for analysis

Correlation0.9903377974

TOM_MALE
Highly correlated

This variable is highly correlated with TOM_FEMALE and should be ignored for analysis

Correlation0.9990548553

TOT_FEMALE
Highly correlated

This variable is highly correlated with NHWAC_MALE and should be ignored for analysis

Correlation0.9279699537

TOT_MALE
Highly correlated

This variable is highly correlated with TOT_FEMALE and should be ignored for analysis

Correlation0.9993345327

TOT_POP
Highly correlated

This variable is highly correlated with TOT_MALE and should be ignored for analysis

Correlation0.9998277174

WA_FEMALE
Highly correlated

This variable is highly correlated with TOT_POP and should be ignored for analysis

Correlation0.9885808631

WA_MALE
Highly correlated

This variable is highly correlated with WA_FEMALE and should be ignored for analysis

Correlation0.9993819566

WAC_FEMALE
Highly correlated

This variable is highly correlated with WA_MALE and should be ignored for analysis

Correlation0.9994607601

WAC_MALE
Highly correlated

This variable is highly correlated with WAC_FEMALE and should be ignored for analysis

Correlation0.9994040702

YEAR
Numeric

Distinct count11
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6
Minimum1
Maximum11
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q13
Median6
Q39
95-th percentile11
Maximum11
Range10
Interquartile range6

Descriptive statistics

Standard deviation3.162280068
Coef of variation0.527046678
Kurtosis-1.220000152
Mean6
MAD2.727272727
Skewness0
Sum3940068
Variance10.00001523
Memory size5.0 MiB
Histogram
Histogram with fixed size bins (bins=11)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 10.5 11. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
11 59698 9.1%
 
10 59698 9.1%
 
9 59698 9.1%
 
8 59698 9.1%
 
7 59698 9.1%
 
6 59698 9.1%
 
5 59698 9.1%
 
4 59698 9.1%
 
3 59698 9.1%
 
2 59698 9.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 59698 9.1%
 
2 59698 9.1%
 
3 59698 9.1%
 
4 59698 9.1%
 
5 59698 9.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11 59698 9.1%
 
10 59698 9.1%
 
9 59698 9.1%
 
8 59698 9.1%
 
7 59698 9.1%
 

Correlations

Missing values

Sample

First rows

AA_FEMALEAA_MALEAAC_FEMALEAAC_MALEAGEGRPBA_FEMALEBA_MALEBAC_FEMALEBAC_MALECOUNTYCTYNAMEH_FEMALEH_MALEHAA_FEMALEHAA_MALEHAAC_FEMALEHAAC_MALEHBA_FEMALEHBA_MALEHBAC_FEMALEHBAC_MALEHIA_FEMALEHIA_MALEHIAC_FEMALEHIAC_MALEHNA_FEMALEHNA_MALEHNAC_FEMALEHNAC_MALEHTOM_FEMALEHTOM_MALEHWA_FEMALEHWA_MALEHWAC_FEMALEHWAC_MALEIA_FEMALEIA_MALEIAC_FEMALEIAC_MALENA_FEMALENA_MALENAC_FEMALENAC_MALENH_FEMALENH_MALENHAA_FEMALENHAA_MALENHAAC_FEMALENHAAC_MALENHBA_FEMALENHBA_MALENHBAC_FEMALENHBAC_MALENHIA_FEMALENHIA_MALENHIAC_FEMALENHIAC_MALENHNA_FEMALENHNA_MALENHNAC_FEMALENHNAC_MALENHTOM_FEMALENHTOM_MALENHWA_FEMALENHWA_MALENHWAC_FEMALENHWAC_MALESTATESTNAMESUMLEVTOM_FEMALETOM_MALETOT_FEMALETOT_MALETOT_POPWA_FEMALEWA_MALEWAC_FEMALEWAC_MALEYEAR
0284200409300051304559530647041Autauga County6166944611939474857241632269161019232351758653860713911931427718293742273862587528019439829150914512525846471151032822519132723406344214852070921853210261Alabama50429367280022656954571220022129522391216331
11513283413173623624051Autauga County628800004659131401121456745677351823011316511778151328343133563573962217190001617012601337131214021Alabama50627417131866357913161411136814791
22117423223743994034251Autauga County74680032213262720102536161666481419273143191619332117393037239840042321212253041534614651460151715061Alabama50584919902001399115261521158315701
31823373234064314364531Autauga County64660112310713335511117650455751121527291454205521051822363040342142944091222240343553415701613162416431Alabama50624021192171429016201658168116941
41425313944245024445251Autauga County51600212475720201313204248444871220232456202621531423303742049543951851218231143434215431580158016161Alabama50454220772213429015851628162416641
578121653122933243011Autauga County4265101042422032111112336034629624172335149914746811163082913202997621151224262611511141117211661Alabama50272815411539308011841201120612281
6237251263502773512801Autauga County44660202353500002525003954395431121436361570147723525103472723482753112141111121811841180119611961Alabama50121816141543315712231234123512501
72512401873782763862791Autauga County62610010536420201212115355535610115613231674153325123918373273380275811360111231212451234126612451Alabama50241317361594333012981289131913011
83030443884323384463421Autauga County4556102032422324212121354937509112229323221081948293042384293364423407820251111322616101547163815711Alabama50342721532004415716451596167516211
93616412293843033883071Autauga County39510000121331321111023445344714927222143207319233616412238330138730411824201032181816241580163915961Alabama50182021121974408616581625167316431

Last rows

AA_FEMALEAA_MALEAAC_FEMALEAAC_MALEAGEGRPBA_FEMALEBA_MALEBAC_FEMALEBAC_MALECOUNTYCTYNAMEH_FEMALEH_MALEHAA_FEMALEHAA_MALEHAAC_FEMALEHAAC_MALEHBA_FEMALEHBA_MALEHBAC_FEMALEHBAC_MALEHIA_FEMALEHIA_MALEHIAC_FEMALEHIAC_MALEHNA_FEMALEHNA_MALEHNAC_FEMALEHNAC_MALEHTOM_FEMALEHTOM_MALEHWA_FEMALEHWA_MALEHWAC_FEMALEHWAC_MALEIA_FEMALEIA_MALEIAC_FEMALEIAC_MALENA_FEMALENA_MALENAC_FEMALENAC_MALENH_FEMALENH_MALENHAA_FEMALENHAA_MALENHAAC_FEMALENHAAC_MALENHBA_FEMALENHBA_MALENHBAC_FEMALENHBAC_MALENHIA_FEMALENHIA_MALENHIAC_FEMALENHIAC_MALENHNA_FEMALENHNA_MALENHNAC_FEMALENHNAC_MALENHTOM_FEMALENHTOM_MALENHWA_FEMALENHWA_MALENHWAC_FEMALENHWAC_MALESTATESTNAMESUMLEVTOM_FEMALETOM_MALETOT_FEMALETOT_MALETOT_POPWA_FEMALEWA_MALEWAC_FEMALEWAC_MALEYEAR
65666831419101045Weston County1011011100000121000030791094579000015019430301010445800001414118614219056Wyoming504416020536514819515219911
656669010310060645Weston County51200000000030300000059591121130000150202010306061911000000314918314918656Wyoming500315521436915419215419511
656670204111111245Weston County610000000000202000000686838410000020222120411112364800003319321119621356Wyoming503320823143919921920222111
656671303012252545Weston County3800000101010100000036362334000025128530302424223300001124327824427956Wyoming501125429354724628424728511
6566724148414913324245Weston County73000000000000000000737335580001320342414841493242355800013427028327328656Wyoming503432734567227728628028911
656673899914001045Weston County5400000000000000000054540214000020126389990010021400003219025019325256Wyoming503220626747319525419825611
656674121215000145Weston County1402020000000000000012122134000016716410100001213400001416315916416356Wyoming501416816833616416116516511
656675000016000045Weston County1100000000000000000011111012000011910300000000101200000211810111810356Wyoming500212010422411910211910411
656676000017000045Weston County1200000000010100000011112122000010786000000002021000001105851058656Wyoming500110888196106861068711
656677101018001045Weston County1100000000000000000011110101000013068101000100101000010128671296756Wyoming501013169200129681306811